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dataset_split

Syntologyentry name in harvested coderead from the graph 2026-09-24

dataset_split appears in the code Syntology harvested for 12 papers, as 13 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 1 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named dataset_split do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 1 of the 13 distinct code bodies named dataset_split; 12 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
1ran
12unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 13 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

12 papers shown of 12, newest first; 13 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive; 1 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? 11 Dec 2024 hyzhang98/epagcl/Linear_evaluation.py 506aca657ecef682 unverified no licence file found · pointer only
Late Stopping: Avoiding Confidently Learning from Mislabeled Examples 26 Aug 2023 tmllab/2023_ICCV_LateStopping/LateStopping/noise_build.py ac932dc1df220546 unverified no licence file found · pointer only
Towards Reliable Rare Category Analysis on Graphs via Individual Calibration 19 Jul 2023 wulongfeng/calirare/utils/preprocessing.py af00d6498d03d141 ran no licence file found · pointer only
Supervising Remote Sensing Change Detection Models with 3D Surface Semantics 26 Feb 2022 isaaccorley/contrastive-surface-image-pretraining/csip/datasets/utils.py 87da6a465ac9f270 unverified MIT (permissive)
A Self-Supervised Descriptor for Image Copy Detection 21 Feb 2022 facebookresearch/sscd-copy-detection/sscd/disc_eval.py 9dc49fcf121100bb unverified MIT recorded; this copy not marked cleared · pointer only
WebSRC: A Dataset for Web-Based Structural Reading Comprehension 23 Jan 2021 X-LANCE/WebSRC-Baseline/src/dataset_generation.py 25cc7305c47dc14a unverified MIT (permissive)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 28 May 2019 wangyi111/international-archaeology-ai-challenge/datasets/IAAI_dataset.py fe7d84b7019b5acb unverified MIT (permissive)
Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems 11 May 2019 YuTesla/KGNN-LS-learn/src/data_loader.py fc7c69d4b057c9e2 unverified MIT (permissive)
Knowledge Graph Convolutional Networks for Recommender Systems 18 Mar 2019 hwwang55/KGCN/src/data_loader.py 65918cd1d6b5d811 unverified MIT (permissive)
Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation 23 Jan 2019 hwwang55/MKR/src/data_loader.py 00773b90aacb7b2d unverified MIT (permissive)
RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems 9 Mar 2018 hwwang55/RippleNet/src/data_loader.py 3807a263b7505930 unverified MIT (permissive)
RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems 9 Mar 2018 sdu-wjh/icws2020/src/data_loader.py cfb25fac458f2b48 unverified MIT (permissive)
arXiv:aaai_29648 haibin65535/ICL/datasets.py 5a966043953f5d0f unverified MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections